An Improved k-Nearest Neighbor Classification Using Genetic Algorithm

  title={An Improved k-Nearest Neighbor Classification Using Genetic Algorithm},
  author={N. Suguna and Dr. K. Thanushkodi},
k-Nearest Neighbor (KNN) is one of the most popular algorithms for pattern recognition. Many researchers have found that the KNN algorithm accomplishes very good performance in their experiments on different data sets. The traditional KNN text classification algorithm has three limitations: (i) calculation complexity due to the usage of all the training samples for classification, (ii) the performance is solely dependent on the training set, and (iii) there is no weight difference between… CONTINUE READING
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